Data science is a rapidly evolving field. This chapter will explore various aspects of data science. We will discuss the various career paths and skills needed for data science, as well as the structure of a data science team. We will focus on the demand of data science from a business and industrial perspective. We hope this chapter will provide a complementary perspective to other data sciences books.